duyle2408 commited on
Commit
c77df68
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1 Parent(s): c92c8d1

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tinyperson/copy_paste/negative_canvas_r1/no_mosaic/seed_43/args.yaml CHANGED
@@ -1,7 +1,7 @@
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  task: detect
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  mode: train
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  model: /marimo/yolo_code/models_related/ultralytics/ultralytics/cfg/models/v8/yolov8.yaml
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- data: /marimo/yolo_code/runs/seed_sweep_prep/tinyperson_split_42_corner_sw640_sh512/tinyperson.yaml
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  epochs: 100
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  time: null
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  patience: 0
@@ -12,7 +12,7 @@ save_period: -1
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  cache: false
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  device: '0'
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  workers: 8
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- project: /marimo/yolo_code/runs/augmentation_seed_sweep_range_23_33_v3/artifacts/tinyperson/copy_paste/negative_canvas_r1/no_mosaic
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  name: seed_43
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  exist_ok: true
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  pretrained: yolov8n.pt
@@ -396,4 +396,4 @@ cfg: null
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  pathway_mode: none
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  pathway_alpha: 0.0
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  tracker: botsort.yaml
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- save_dir: /marimo/yolo_code/runs/augmentation_seed_sweep_range_23_33_v3/artifacts/tinyperson/copy_paste/negative_canvas_r1/no_mosaic/seed_43
 
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  task: detect
2
  mode: train
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  model: /marimo/yolo_code/models_related/ultralytics/ultralytics/cfg/models/v8/yolov8.yaml
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+ data: /marimo/yolo_code/runs/seed_sweep_prep_v4/tinyperson_split_42_corner_sw640_sh512/tinyperson.yaml
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  epochs: 100
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  time: null
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  patience: 0
 
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  cache: false
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  device: '0'
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  workers: 8
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+ project: /marimo/yolo_code/runs/augmentation_seed_sweep_range_23_28/artifacts/tinyperson/copy_paste/negative_canvas_r1/no_mosaic
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  name: seed_43
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  exist_ok: true
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  pretrained: yolov8n.pt
 
396
  pathway_mode: none
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  pathway_alpha: 0.0
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  tracker: botsort.yaml
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+ save_dir: /marimo/yolo_code/runs/augmentation_seed_sweep_range_23_28/artifacts/tinyperson/copy_paste/negative_canvas_r1/no_mosaic/seed_43
tinyperson/copy_paste/negative_canvas_r1/no_mosaic/seed_43/experiment_manifest.json CHANGED
@@ -62,7 +62,7 @@
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  "data_root": "/marimo/TinyPerson",
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  "dataset": "tinyperson",
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  "dataset_label_policy": "positive_only",
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- "dataset_yaml": "/marimo/yolo_code/runs/seed_sweep_prep/tinyperson_split_42_corner_sw640_sh512/tinyperson.yaml",
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  "detector": "canonical YOLOv8 P3/P4/P5",
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  "device": "cuda",
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  "epochs": 100,
 
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  "data_root": "/marimo/TinyPerson",
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  "dataset": "tinyperson",
64
  "dataset_label_policy": "positive_only",
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+ "dataset_yaml": "/marimo/yolo_code/runs/seed_sweep_prep_v4/tinyperson_split_42_corner_sw640_sh512/tinyperson.yaml",
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  "detector": "canonical YOLOv8 P3/P4/P5",
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  "device": "cuda",
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  "epochs": 100,
tinyperson/copy_paste/negative_canvas_r1/no_mosaic/seed_43/results.csv CHANGED
@@ -1,101 +1,101 @@
1
  epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,psd_eligible_gt,psd_alt_supports_avg,psd_raw_loss,psd_delta_drop,p2_positive_count,p2_positive_fraction,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2,lr/pg3,lr/pg4,lr/pg5,lr/pg6,lr/pg7
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- 57,2465.53,1.5493,0.83671,0.92837,0,0,0,0,0,0,0.55515,0.44313,0.41272,0.13877,2.3319,1.60832,1.24469,0.013368,0.004456,0.013368,0.004456,0.013368,0.004456,0.013368,0.004456
59
- 58,2508.77,1.5269,0.82055,0.9221,0,0,0,0,0,0,0.57061,0.42687,0.40313,0.13637,2.3313,1.55284,1.24433,0.013071,0.004357,0.013071,0.004357,0.013071,0.004357,0.013071,0.004357
60
- 59,2551.78,1.51445,0.80574,0.91544,0,0,0,0,0,0,0.56765,0.44299,0.41841,0.14228,2.3416,1.53118,1.25997,0.012774,0.004258,0.012774,0.004258,0.012774,0.004258,0.012774,0.004258
61
- 60,2594.44,1.49936,0.8077,0.91389,0,0,0,0,0,0,0.54857,0.45988,0.42129,0.14073,2.34449,1.54441,1.25173,0.012477,0.004159,0.012477,0.004159,0.012477,0.004159,0.012477,0.004159
62
- 61,2637.03,1.49694,0.79243,0.91311,0,0,0,0,0,0,0.57071,0.4453,0.42047,0.13816,2.33597,1.58502,1.24525,0.01218,0.00406,0.01218,0.00406,0.01218,0.00406,0.01218,0.00406
63
- 62,2680.17,1.47581,0.77925,0.90992,0,0,0,0,0,0,0.56528,0.43033,0.41174,0.13877,2.34525,1.59361,1.23785,0.011883,0.003961,0.011883,0.003961,0.011883,0.003961,0.011883,0.003961
64
- 63,2722.65,1.46245,0.77467,0.90723,0,0,0,0,0,0,0.55553,0.44526,0.41192,0.13917,2.32481,1.59288,1.23665,0.011586,0.003862,0.011586,0.003862,0.011586,0.003862,0.011586,0.003862
65
- 64,2766,1.45648,0.76696,0.90245,0,0,0,0,0,0,0.56772,0.42751,0.40401,0.13729,2.33475,1.56094,1.25008,0.011289,0.003763,0.011289,0.003763,0.011289,0.003763,0.011289,0.003763
66
- 65,2809.26,1.44637,0.76563,0.90278,0,0,0,0,0,0,0.55508,0.43225,0.40943,0.13823,2.34231,1.59309,1.24262,0.010992,0.003664,0.010992,0.003664,0.010992,0.003664,0.010992,0.003664
67
- 66,2852.18,1.42029,0.7579,0.89587,0,0,0,0,0,0,0.54027,0.4421,0.40433,0.13285,2.33855,1.63048,1.23653,0.010695,0.003565,0.010695,0.003565,0.010695,0.003565,0.010695,0.003565
68
- 67,2895.38,1.41202,0.74252,0.89381,0,0,0,0,0,0,0.55886,0.43839,0.40413,0.1347,2.35448,1.66223,1.24162,0.010398,0.003466,0.010398,0.003466,0.010398,0.003466,0.010398,0.003466
69
- 68,2938.17,1.3981,0.73684,0.89138,0,0,0,0,0,0,0.55561,0.44914,0.41368,0.14053,2.33894,1.67013,1.23682,0.010101,0.003367,0.010101,0.003367,0.010101,0.003367,0.010101,0.003367
70
- 69,2981.35,1.38367,0.7241,0.89123,0,0,0,0,0,0,0.56683,0.42497,0.40622,0.1369,2.33207,1.67027,1.25243,0.009804,0.003268,0.009804,0.003268,0.009804,0.003268,0.009804,0.003268
71
- 70,3024.04,1.36116,0.71276,0.88748,0,0,0,0,0,0,0.56744,0.44415,0.41683,0.14082,2.32665,1.60982,1.24224,0.009507,0.003169,0.009507,0.003169,0.009507,0.003169,0.009507,0.003169
72
- 71,3066.49,1.37561,0.71991,0.88215,0,0,0,0,0,0,0.56864,0.43493,0.41037,0.13984,2.32428,1.61298,1.25041,0.00921,0.00307,0.00921,0.00307,0.00921,0.00307,0.00921,0.00307
73
- 72,3109.35,1.34185,0.69722,0.88427,0,0,0,0,0,0,0.56803,0.43361,0.41499,0.13969,2.32101,1.61248,1.258,0.008913,0.002971,0.008913,0.002971,0.008913,0.002971,0.008913,0.002971
74
- 73,3152.5,1.33836,0.69509,0.88023,0,0,0,0,0,0,0.56423,0.43033,0.40273,0.13374,2.32638,1.62378,1.26222,0.008616,0.002872,0.008616,0.002872,0.008616,0.002872,0.008616,0.002872
75
- 74,3195.12,1.33247,0.69197,0.87766,0,0,0,0,0,0,0.54517,0.44069,0.4032,0.13402,2.33309,1.62502,1.26593,0.008319,0.002773,0.008319,0.002773,0.008319,0.002773,0.008319,0.002773
76
- 75,3237.92,1.30608,0.68226,0.87504,0,0,0,0,0,0,0.55483,0.42007,0.39406,0.13282,2.3373,1.62784,1.26374,0.008022,0.002674,0.008022,0.002674,0.008022,0.002674,0.008022,0.002674
77
- 76,3280.56,1.30062,0.67513,0.87042,0,0,0,0,0,0,0.5478,0.43186,0.40133,0.13477,2.33393,1.62386,1.26015,0.007725,0.002575,0.007725,0.002575,0.007725,0.002575,0.007725,0.002575
78
- 77,3323.59,1.28479,0.66839,0.87142,0,0,0,0,0,0,0.55129,0.43263,0.39777,0.13537,2.32916,1.63462,1.26345,0.007428,0.002476,0.007428,0.002476,0.007428,0.002476,0.007428,0.002476
79
- 78,3366.47,1.29431,0.67539,0.86908,0,0,0,0,0,0,0.53579,0.43455,0.39961,0.13444,2.34198,1.62459,1.27487,0.007131,0.002377,0.007131,0.002377,0.007131,0.002377,0.007131,0.002377
80
- 79,3409.56,1.25843,0.66279,0.86636,0,0,0,0,0,0,0.5327,0.43301,0.39333,0.13357,2.3325,1.6249,1.27233,0.006834,0.002278,0.006834,0.002278,0.006834,0.002278,0.006834,0.002278
81
- 80,3452.74,1.2446,0.64438,0.86468,0,0,0,0,0,0,0.56405,0.41843,0.39374,0.13188,2.33476,1.63693,1.27623,0.006537,0.002179,0.006537,0.002179,0.006537,0.002179,0.006537,0.002179
82
- 81,3495.83,1.24632,0.65024,0.85816,0,0,0,0,0,0,0.55834,0.42649,0.39382,0.13232,2.33759,1.65313,1.28389,0.00624,0.00208,0.00624,0.00208,0.00624,0.00208,0.00624,0.00208
83
- 82,3538.48,1.22426,0.63463,0.86016,0,0,0,0,0,0,0.56339,0.42302,0.39575,0.1306,2.35262,1.6697,1.28118,0.005943,0.001981,0.005943,0.001981,0.005943,0.001981,0.005943,0.001981
84
- 83,3580.95,1.20274,0.62201,0.86025,0,0,0,0,0,0,0.55788,0.41727,0.39015,0.13087,2.3543,1.66132,1.28345,0.005646,0.001882,0.005646,0.001882,0.005646,0.001882,0.005646,0.001882
85
- 84,3623.09,1.20816,0.62298,0.85624,0,0,0,0,0,0,0.5345,0.42649,0.38915,0.13041,2.35308,1.68583,1.28818,0.005349,0.001783,0.005349,0.001783,0.005349,0.001783,0.005349,0.001783
86
- 85,3665.46,1.19072,0.62482,0.85277,0,0,0,0,0,0,0.58144,0.39923,0.3859,0.12923,2.35344,1.69192,1.29749,0.005052,0.001684,0.005052,0.001684,0.005052,0.001684,0.005052,0.001684
87
- 86,3708.06,1.17648,0.61303,0.85087,0,0,0,0,0,0,0.57128,0.39846,0.38428,0.12926,2.34539,1.69763,1.29685,0.004755,0.001585,0.004755,0.001585,0.004755,0.001585,0.004755,0.001585
88
- 87,3750.86,1.15524,0.59856,0.84882,0,0,0,0,0,0,0.54689,0.41228,0.38256,0.12829,2.35224,1.70416,1.29456,0.004458,0.001486,0.004458,0.001486,0.004458,0.001486,0.004458,0.001486
89
- 88,3793.15,1.15446,0.59929,0.84761,0,0,0,0,0,0,0.52522,0.42534,0.38284,0.12818,2.35139,1.71357,1.29672,0.004161,0.001387,0.004161,0.001387,0.004161,0.001387,0.004161,0.001387
90
- 89,3835.56,1.14109,0.59261,0.84816,0,0,0,0,0,0,0.53479,0.4215,0.38311,0.12864,2.35022,1.69895,1.29616,0.003864,0.001288,0.003864,0.001288,0.003864,0.001288,0.003864,0.001288
91
- 90,3878.28,1.14281,0.59151,0.84498,0,0,0,0,0,0,0.53807,0.4154,0.38156,0.12791,2.35005,1.67845,1.29952,0.003567,0.001189,0.003567,0.001189,0.003567,0.001189,0.003567,0.001189
92
- 91,3921.3,1.12345,0.58632,0.84208,0,0,0,0,0,0,0.53979,0.41344,0.38527,0.12815,2.34885,1.67442,1.30262,0.00327,0.00109,0.00327,0.00109,0.00327,0.00109,0.00327,0.00109
93
- 92,3964.14,1.11193,0.58142,0.83925,0,0,0,0,0,0,0.5657,0.39923,0.38339,0.12672,2.35482,1.68411,1.30367,0.002973,0.000991,0.002973,0.000991,0.002973,0.000991,0.002973,0.000991
94
- 93,4007.46,1.10106,0.57803,0.84081,0,0,0,0,0,0,0.56396,0.39885,0.38544,0.12542,2.35317,1.68914,1.30532,0.002676,0.000892,0.002676,0.000892,0.002676,0.000892,0.002676,0.000892
95
- 94,4050.51,1.08361,0.56825,0.83851,0,0,0,0,0,0,0.55862,0.39887,0.38094,0.12515,2.35333,1.6958,1.30722,0.002379,0.000793,0.002379,0.000793,0.002379,0.000793,0.002379,0.000793
96
- 95,4093.21,1.06558,0.56198,0.83574,0,0,0,0,0,0,0.55817,0.40493,0.38109,0.12663,2.34937,1.699,1.30616,0.002082,0.000694,0.002082,0.000694,0.002082,0.000694,0.002082,0.000694
97
- 96,4135.67,1.06407,0.55536,0.83549,0,0,0,0,0,0,0.55755,0.40921,0.38379,0.12685,2.34838,1.6965,1.30642,0.001785,0.000595,0.001785,0.000595,0.001785,0.000595,0.001785,0.000595
98
- 97,4178.3,1.07215,0.5628,0.83523,0,0,0,0,0,0,0.5501,0.40345,0.3781,0.12601,2.35037,1.69597,1.30868,0.001488,0.000496,0.001488,0.000496,0.001488,0.000496,0.001488,0.000496
99
- 98,4220.92,1.05178,0.55665,0.83138,0,0,0,0,0,0,0.55329,0.40038,0.37572,0.12545,2.35393,1.69328,1.30999,0.001191,0.000397,0.001191,0.000397,0.001191,0.000397,0.001191,0.000397
100
- 99,4263.45,1.04434,0.55747,0.83346,0,0,0,0,0,0,0.55624,0.40115,0.37751,0.12551,2.35543,1.69608,1.31125,0.000894,0.000298,0.000894,0.000298,0.000894,0.000298,0.000894,0.000298
101
- 100,4306.38,1.03395,0.54187,0.83191,0,0,0,0,0,0,0.55662,0.40154,0.37833,0.12652,2.35319,1.70312,1.3141,0.000597,0.000199,0.000597,0.000199,0.000597,0.000199,0.000597,0.000199
 
1
  epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,psd_eligible_gt,psd_alt_supports_avg,psd_raw_loss,psd_delta_drop,p2_positive_count,p2_positive_fraction,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2,lr/pg3,lr/pg4,lr/pg5,lr/pg6,lr/pg7
2
+ 1,65.4094,2.42938,4.18339,1.16735,0,0,0,0,0,0,0.4913,0.20539,0.20963,0.06728,2.27855,4.7681,1.17244,0.00998926,0.00332975,0.00998926,0.00332975,0.00998926,0.00332975,0.00998926,0.00332975
3
+ 2,112.583,2.58049,2.52172,1.22295,0,0,0,0,0,0,0.46413,0.25298,0.24531,0.08171,2.39031,2.73245,1.22506,0.0197914,0.00659712,0.0197914,0.00659712,0.0197914,0.00659712,0.0197914,0.00659712
4
+ 3,155.388,2.71705,2.39454,1.27295,0,0,0,0,0,0,0.32036,0.25873,0.18727,0.05067,2.57917,3.04841,1.30769,0.0293955,0.00979849,0.0293955,0.00979849,0.0293955,0.00979849,0.0293955,0.00979849
5
+ 4,196.338,2.73335,2.3215,1.32104,0,0,0,0,0,0,0.36624,0.23493,0.19209,0.0532,2.52183,2.49605,1.29126,0.029109,0.009703,0.029109,0.009703,0.029109,0.009703,0.029109,0.009703
6
+ 5,237.395,2.67158,2.18366,1.30554,0,0,0,0,0,0,0.39108,0.29363,0.23222,0.06377,2.49932,2.66206,1.29474,0.028812,0.009604,0.028812,0.009604,0.028812,0.009604,0.028812,0.009604
7
+ 6,278.44,2.57792,2.08924,1.26235,0,0,0,0,0,0,0.42237,0.33628,0.277,0.07971,2.42358,2.08327,1.21536,0.028515,0.009505,0.028515,0.009505,0.028515,0.009505,0.028515,0.009505
8
+ 7,319.735,2.52307,1.9896,1.2491,0,0,0,0,0,0,0.46043,0.35125,0.30327,0.09444,2.33787,2.09482,1.23775,0.028218,0.009406,0.028218,0.009406,0.028218,0.009406,0.028218,0.009406
9
+ 8,360.855,2.4723,1.90543,1.2351,0,0,0,0,0,0,0.47026,0.33935,0.30923,0.09176,2.36067,2.02649,1.23748,0.027921,0.009307,0.027921,0.009307,0.027921,0.009307,0.027921,0.009307
10
+ 9,402.09,2.43735,1.84457,1.21714,0,0,0,0,0,0,0.49441,0.37697,0.34749,0.11299,2.31316,1.89911,1.22766,0.027624,0.009208,0.027624,0.009208,0.027624,0.009208,0.027624,0.009208
11
+ 10,443.194,2.37779,1.79613,1.20186,0,0,0,0,0,0,0.46192,0.40653,0.35042,0.11139,2.34992,2.03607,1.24944,0.027327,0.009109,0.027327,0.009109,0.027327,0.009109,0.027327,0.009109
12
+ 11,484.488,2.32079,1.71001,1.18519,0,0,0,0,0,0,0.51979,0.41689,0.37866,0.1225,2.28628,1.87908,1.21656,0.02703,0.00901,0.02703,0.00901,0.02703,0.00901,0.02703,0.00901
13
+ 12,525.58,2.34093,1.72738,1.16809,0,0,0,0,0,0,0.48871,0.36509,0.34218,0.11072,2.25062,1.85145,1.19126,0.026733,0.008911,0.026733,0.008911,0.026733,0.008911,0.026733,0.008911
14
+ 13,566.995,2.28517,1.64277,1.15672,0,0,0,0,0,0,0.47997,0.41313,0.37177,0.12554,2.23814,1.86905,1.20282,0.026436,0.008812,0.026436,0.008812,0.026436,0.008812,0.026436,0.008812
15
+ 14,608.327,2.2727,1.58067,1.15345,0,0,0,0,0,0,0.51298,0.39539,0.37976,0.12548,2.2726,1.77471,1.21149,0.026139,0.008713,0.026139,0.008713,0.026139,0.008713,0.026139,0.008713
16
+ 15,650.624,2.24155,1.55184,1.14111,0,0,0,0,0,0,0.54056,0.41804,0.402,0.13478,2.28865,1.70101,1.19678,0.025842,0.008614,0.025842,0.008614,0.025842,0.008614,0.025842,0.008614
17
+ 16,692.039,2.2107,1.5221,1.13697,0,0,0,0,0,0,0.52559,0.42265,0.39447,0.13011,2.24765,1.76394,1.19689,0.025545,0.008515,0.025545,0.008515,0.025545,0.008515,0.025545,0.008515
18
+ 17,733.299,2.18106,1.51025,1.12975,0,0,0,0,0,0,0.50808,0.39846,0.37591,0.12826,2.2051,1.74112,1.17324,0.025248,0.008416,0.025248,0.008416,0.025248,0.008416,0.025248,0.008416
19
+ 18,777.401,2.16817,1.44484,1.1238,0,0,0,0,0,0,0.49292,0.43109,0.39717,0.13019,2.25449,1.70415,1.19065,0.024951,0.008317,0.024951,0.008317,0.024951,0.008317,0.024951,0.008317
20
+ 19,821.362,2.16436,1.45271,1.11565,0,0,0,0,0,0,0.48652,0.42342,0.39172,0.12979,2.26418,1.79387,1.16807,0.024654,0.008218,0.024654,0.008218,0.024654,0.008218,0.024654,0.008218
21
+ 20,864.918,2.12656,1.40971,1.10273,0,0,0,0,0,0,0.52932,0.41804,0.398,0.13466,2.23294,1.61257,1.17757,0.024357,0.008119,0.024357,0.008119,0.024357,0.008119,0.024357,0.008119
22
+ 21,908.478,2.10566,1.36889,1.09852,0,0,0,0,0,0,0.52283,0.44491,0.41655,0.13871,2.23765,1.60357,1.17864,0.02406,0.00802,0.02406,0.00802,0.02406,0.00802,0.02406,0.00802
23
+ 22,953.336,2.0859,1.35219,1.08645,0,0,0,0,0,0,0.50172,0.41382,0.3741,0.12502,2.27938,1.63297,1.17576,0.023763,0.007921,0.023763,0.007921,0.023763,0.007921,0.023763,0.007921
24
+ 23,997.532,2.09021,1.34351,1.08454,0,0,0,0,0,0,0.51178,0.42414,0.39909,0.13264,2.29377,1.61655,1.21653,0.023466,0.007822,0.023466,0.007822,0.023466,0.007822,0.023466,0.007822
25
+ 24,1042.46,2.04334,1.29228,1.08122,0,0,0,0,0,0,0.50184,0.44223,0.4144,0.13556,2.28352,1.66588,1.18581,0.023169,0.007723,0.023169,0.007723,0.023169,0.007723,0.023169,0.007723
26
+ 25,1086.17,2.02846,1.26198,1.06012,0,0,0,0,0,0,0.52455,0.42418,0.39692,0.134,2.25422,1.59434,1.19875,0.022872,0.007624,0.022872,0.007624,0.022872,0.007624,0.022872,0.007624
27
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